Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-08 1.093258 1.326612 1.625007 2.046591 2.648506 3.515387 4.942063
2025-06-15 0.807199 1.072944 1.466367 2.136404 3.366045 5.864718 12.852329
2025-06-22 0.644634 0.904785 1.326789 2.143498 3.964437 9.068059 37.804942
2025-06-29 0.535300 0.778128 1.196639 2.083082 4.382445 13.053254 151.818023
2025-07-06 0.462817 0.691166 1.103931 2.045721 4.841933 19.268951 4414.026484
2025-07-13 0.430442 0.663850 1.110982 2.232996 6.256839 42.465936 NaN
2025-07-20 0.397415 0.627950 1.089732 2.340967 7.650652 103.712490 NaN
2025-07-27 0.362681 0.582443 1.036201 2.334123 8.599965 261.039829 NaN
2025-08-03 0.329171 0.534162 0.965837 2.245909 9.015849 665.148452 NaN
2025-08-10 0.308794 0.508702 0.941948 2.297974 10.596614 50056.546940 NaN
2025-08-17 0.294294 0.492854 0.937074 2.415932 13.279329 NaN NaN
2025-08-24 0.276382 0.467620 0.904105 2.416458 15.055006 NaN NaN
2025-08-31 0.256170 0.435856 0.850518 2.319794 15.574397 NaN NaN
2025-09-07 0.246011 0.424348 0.847238 2.432785 20.055916 NaN NaN
2025-09-14 0.233330 0.405956 0.822420 2.442404 23.362642 NaN NaN
2025-09-21 0.219454 0.383583 0.783254 2.369639 24.738283 NaN NaN
2025-09-28 0.207822 0.365140 0.752266 2.324642 26.965706 NaN NaN
2025-10-05 0.204596 0.365095 0.772760 2.551131 42.993080 NaN NaN
2025-10-12 0.198868 0.358738 0.773986 2.682501 62.968032 NaN NaN
2025-10-19 0.190495 0.345484 0.752575 2.674157 76.285878 NaN NaN
2025-10-26 0.180784 0.328367 0.717234 2.566814 77.714303 NaN NaN
2025-11-02 0.175236 0.320623 0.709608 2.630123 109.894204 NaN NaN
2025-11-09 0.171466 0.316755 0.713447 2.774045 200.007753 NaN NaN